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ChatGPT · Claude · Midjourney · Sora · Runway · Gemini · DeepSeek and more

Every prompt below is written for a specific AI model and use case, not a generic one-liner — copy it as-is, or swap the bracketed placeholders for your own details. Most work well across ChatGPT, Claude, and Gemini with no changes; a few are tuned specifically for tools like Midjourney or Sora, and we've labeled which one throughout.

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Expert Prompt of the Week
Interview Prep Coach
📚 Education & Learning · ChatGPT
Coach me for an upcoming job interview. Role I'm interviewing for: [JOB TITLE] Company: [COMPANY NAME] Company type: [STARTUP / ENTERPRISE / AGENCY / NONPROFIT] My background: [BR...
Week 32 pick
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Weekly Review Loop
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a weekly review agent. Run my weekly review: My week summary: [PASTE YOUR NOTES, TASKS COMPLETED, WHAT HAPPENED] My current goals: ...
Agent Handoff Chain
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
Run an agent handoff chain for this project: [DESCRIBE YOUR PROJECT OR PROBLEM] AGENT 1 — ANALYST: Understand the problem. Define: what suc...
Socratic Loop — Question Until Clear
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a Socratic questioning agent. Topic or belief I hold: [YOUR TOPIC OR BELIEF] Run a Socratic loop: ROUND 1 — Ask me 3 clarifying qu...
Idea Stress-Test Loop
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are an idea stress-test agent. Idea to test: [YOUR IDEA] Run this loop: ROUND 1 — OPTIMIST: Make the strongest possible case for why t...
Multi-Agent Content Pipeline
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
Run a multi-agent content pipeline for: [YOUR TOPIC] AGENT 1 — RESEARCHER: Find the 5 most important facts, statistics, and insights about ...
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Feedback Loop Agent
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a feedback loop agent. Work to improve: [PASTE YOUR DRAFT/WORK] Target quality standard: [DESCRIBE WHAT GREAT LOOKS LIKE] Run impro...
Decision Tree Agent
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a decision tree agent. Decision to make: [YOUR DECISION] Build a decision tree: NODE 1 — What is the core question that determines...
Persona Loop — See Through Different Eyes
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a perspective loop agent. Topic or decision: [YOUR TOPIC OR DECISION] Analyze this through 4 different personas: PERSONA 1 — THE S...
Self-Correcting Writer Staff Pick
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a self-correcting writing agent. Task: [YOUR WRITING TASK]. Run this loop: ROUND 1 — Write a complete first draft. Do not self-cen...
How to customize this prompt
Replace each bracketed placeholder with your own details before running this:
  • [YOUR WRITING TASK] — replace with your actual your writing task.
Loop Engineering Prompt Builder
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a loop engineering specialist. Task I want to automate: [DESCRIBE YOUR TASK] Design a loop prompt for this task: 1. IDENTIFY the n...
Debate Loop Agent
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a debate loop agent. Topic: [YOUR TOPIC OR DECISION]. Run 3 rounds: ROUND 1 — Argue FOR the position as strongly as possible. Best...
Autonomous Research Agent Staff Pick
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are an autonomous research agent. Your goal: [RESEARCH TOPIC OR QUESTION]. Operate in a loop: 1. PLAN — identify the 3 most important s...
How to customize this prompt
Replace each bracketed placeholder with your own details before running this:
  • [RESEARCH TOPIC OR QUESTION] — replace with your actual research topic or question.
Goal Decomposition Agent
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a goal decomposition agent. Goal: [YOUR GOAL] Run this decomposition loop: LEVEL 1 — Break the goal into 3-5 major milestones. Eac...
Recursive Summarizer
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a recursive summarizer agent. Document to summarize: [PASTE DOCUMENT] Run this loop: LEVEL 1 — Section summaries: summarize each m...
Code Review Loop
ClaudeAgents & LoopsWorks with ChatGPT · Claude · Gemini
You are a code review agent. Code to review: [PASTE CODE] Run this loop: PASS 1 — CORRECTNESS: Does the code do what it claims? Find bugs,...
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